Sequence Labeling on Restaurant 14

78.45F1 Score

RoBERTa + self-attention

Updated 1mo ago

Evaluation Results

Method	Links
RoBERTa + self-attention 2023.05		78.45
RoBERTa-BiLSTM + Global Context Mechanism 2023.05		78.29
RoBERTa + Global Context Mechanism 2023.05		78.17
RoBERTa-BiLSTM + CRF 2023.05		77.89
RoBERTa-BiLSTM + self-attention 2023.05		77.88
RoBERTa-BiLSTM 2023.05		77.52
RoBERTa 2023.05		77.38
RoBERTa + CRF 2023.05		77.16
BiLSTM(2) (RoBERTa features) 2023.05		76.94
RoBERTa + linear 2023.05		76.33
BERT-BiLSTM + Global Context Mechanism 2023.05		75.31
BERT-BiLSTM 2023.05		74
BERT-BiLSTM + self-attention 2023.05		73.35
BERT-BiLSTM + CRF 2023.05		73.1
BiLSTM(2) (BERT features) 2023.05		73.09
BERT + CRF 2023.05		72.76
BERT + Global Context Mechanism 2023.05		72.45
BERT + self-attention 2023.05		72.33
BERT 2023.05		71.75
BERT + linear 2023.05		70.19